Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 74 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 10.2 KiB |
| Average record size in memory | 141.7 B |
Variable types
| Numeric | 18 |
|---|
population is highly correlated with GDP_constant_2010_USD and 5 other fields | High correlation |
GDP_constant_2010_USD is highly correlated with population and 7 other fields | High correlation |
land_area_km_sq is highly correlated with population and 4 other fields | High correlation |
population_% is highly correlated with population and 5 other fields | High correlation |
GDP_% is highly correlated with population and 9 other fields | High correlation |
land_area_% is highly correlated with population and 4 other fields | High correlation |
EF.EFM.OVRL.XD is highly correlated with GDP_constant_2010_USD and 4 other fields | High correlation |
EF.EFM.RANK.XD is highly correlated with GDP_% and 3 other fields | High correlation |
1.1_ACCESS.ELECTRICITY.TOT is highly correlated with 1.2_ACCESS.ELECTRICITY.RURAL | High correlation |
1.2_ACCESS.ELECTRICITY.RURAL is highly correlated with 1.1_ACCESS.ELECTRICITY.TOT | High correlation |
SH.UHC.NOP2.TO is highly correlated with population and 1 other fields | High correlation |
CC.EST is highly correlated with GE.EST and 2 other fields | High correlation |
GE.EST is highly correlated with GDP_constant_2010_USD and 6 other fields | High correlation |
RQ.EST is highly correlated with GDP_% and 5 other fields | High correlation |
VA.EST is highly correlated with GDP_constant_2010_USD and 4 other fields | High correlation |
population is highly correlated with GDP_constant_2010_USD and 4 other fields | High correlation |
GDP_constant_2010_USD is highly correlated with population and 6 other fields | High correlation |
land_area_km_sq is highly correlated with land_area_% | High correlation |
population_% is highly correlated with population and 4 other fields | High correlation |
GDP_% is highly correlated with population and 7 other fields | High correlation |
land_area_% is highly correlated with land_area_km_sq | High correlation |
EF.EFM.OVRL.XD is highly correlated with population and 6 other fields | High correlation |
EF.EFM.RANK.XD is highly correlated with EF.EFM.OVRL.XD | High correlation |
1.1_ACCESS.ELECTRICITY.TOT is highly correlated with 1.2_ACCESS.ELECTRICITY.RURAL | High correlation |
1.2_ACCESS.ELECTRICITY.RURAL is highly correlated with 1.1_ACCESS.ELECTRICITY.TOT | High correlation |
SH.UHC.NOP1.CG is highly correlated with SH.UHC.NOP2.TO | High correlation |
SH.UHC.NOP2.TO is highly correlated with population and 4 other fields | High correlation |
CC.EST is highly correlated with GDP_constant_2010_USD and 5 other fields | High correlation |
GE.EST is highly correlated with GDP_constant_2010_USD and 5 other fields | High correlation |
RQ.EST is highly correlated with CC.EST and 2 other fields | High correlation |
VA.EST is highly correlated with GDP_% and 3 other fields | High correlation |
population is highly correlated with land_area_km_sq and 1 other fields | High correlation |
GDP_constant_2010_USD is highly correlated with GDP_% | High correlation |
land_area_km_sq is highly correlated with population and 2 other fields | High correlation |
population_% is highly correlated with population and 2 other fields | High correlation |
GDP_% is highly correlated with GDP_constant_2010_USD | High correlation |
land_area_% is highly correlated with land_area_km_sq and 1 other fields | High correlation |
EF.EFM.OVRL.XD is highly correlated with EF.EFM.RANK.XD | High correlation |
EF.EFM.RANK.XD is highly correlated with EF.EFM.OVRL.XD | High correlation |
1.1_ACCESS.ELECTRICITY.TOT is highly correlated with 1.2_ACCESS.ELECTRICITY.RURAL | High correlation |
1.2_ACCESS.ELECTRICITY.RURAL is highly correlated with 1.1_ACCESS.ELECTRICITY.TOT | High correlation |
CC.EST is highly correlated with GE.EST and 1 other fields | High correlation |
GE.EST is highly correlated with CC.EST and 2 other fields | High correlation |
RQ.EST is highly correlated with CC.EST and 2 other fields | High correlation |
VA.EST is highly correlated with GE.EST and 1 other fields | High correlation |
population is highly correlated with GDP_constant_2010_USD and 8 other fields | High correlation |
GDP_constant_2010_USD is highly correlated with population and 11 other fields | High correlation |
land_area_km_sq is highly correlated with population and 11 other fields | High correlation |
population_% is highly correlated with population and 10 other fields | High correlation |
GDP_% is highly correlated with population and 11 other fields | High correlation |
land_area_% is highly correlated with population and 8 other fields | High correlation |
EF.EFM.OVRL.XD is highly correlated with population and 11 other fields | High correlation |
EF.EFM.RANK.XD is highly correlated with population_% and 5 other fields | High correlation |
1.1_ACCESS.ELECTRICITY.TOT is highly correlated with 1.2_ACCESS.ELECTRICITY.RURAL and 1 other fields | High correlation |
1.2_ACCESS.ELECTRICITY.RURAL is highly correlated with 1.1_ACCESS.ELECTRICITY.TOT | High correlation |
SH.UHC.NOP1.CG is highly correlated with GDP_constant_2010_USD and 4 other fields | High correlation |
SH.UHC.NOP2.TO is highly correlated with population and 9 other fields | High correlation |
SH.UHC.OOPC.25.ZS is highly correlated with population and 8 other fields | High correlation |
CC.EST is highly correlated with GDP_constant_2010_USD and 7 other fields | High correlation |
GE.EST is highly correlated with population and 12 other fields | High correlation |
PV.EST is highly correlated with CC.EST and 3 other fields | High correlation |
RQ.EST is highly correlated with GDP_constant_2010_USD and 8 other fields | High correlation |
VA.EST is highly correlated with land_area_km_sq and 7 other fields | High correlation |
population has unique values | Unique |
GDP_constant_2010_USD has unique values | Unique |
population_% has unique values | Unique |
GDP_% has unique values | Unique |
land_area_% has unique values | Unique |
1.1_ACCESS.ELECTRICITY.TOT has unique values | Unique |
CC.EST has unique values | Unique |
GE.EST has unique values | Unique |
PV.EST has unique values | Unique |
RQ.EST has unique values | Unique |
VA.EST has unique values | Unique |
EF.EFM.OVRL.XD has 2 (2.7%) zeros | Zeros |
SH.UHC.NOP1.CG has 4 (5.4%) zeros | Zeros |
SH.UHC.NOP2.TO has 2 (2.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-01-06 11:09:07.373130 |
|---|---|
| Analysis finished | 2023-01-06 11:09:24.816950 |
| Duration | 17.44 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
population
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 74 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32006334.08 |
| Minimum | 1756817 |
|---|---|
| Maximum | 120828307 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 1756817 |
|---|---|
| 5-th percentile | 3738798.75 |
| Q1 | 14524493 |
| median | 26095787.5 |
| Q3 | 45420361 |
| 95-th percentile | 76839721.6 |
| Maximum | 120828307 |
| Range | 119071490 |
| Interquartile range (IQR) | 30895868 |
Descriptive statistics
| Standard deviation | 25412519.64 |
|---|---|
| Coefficient of variation (CV) | 0.7939840776 |
| Kurtosis | 1.294910043 |
| Mean | 32006334.08 |
| Median Absolute Deviation (MAD) | 16400477.5 |
| Skewness | 1.18969334 |
| Sum | 2368468722 |
| Variance | 6.457961547 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40403958 | 1 | 1.4% |
| 120828307 | 1 | 1.4% |
| 8763400 | 1 | 1.4% |
| 21082383 | 1 | 1.4% |
| 15274234 | 1 | 1.4% |
| 3516268 | 1 | 1.4% |
| 83184892 | 1 | 1.4% |
| 24854034 | 1 | 1.4% |
| 30179285 | 1 | 1.4% |
| 40382389 | 1 | 1.4% |
| Other values (64) | 64 |
| Value | Count | Frequency (%) |
| 1756817 | 1 | |
| 2034819 | 1 | |
| 3168215 | 1 | |
| 3516268 | 1 | |
| 3858623 | 1 | |
| 4616100 | 1 | |
| 4898400 | 1 | |
| 5318700 | 1 | |
| 6041112 | 1 | |
| 7199077 | 1 |
| Value | Count | Frequency (%) |
| 120828307 | 1 | |
| 101719673 | 1 | |
| 83184892 | 1 | |
| 80953881 | 1 | |
| 74624405 | 1 | |
| 74569867 | 1 | |
| 70440032 | 1 | |
| 67007855 | 1 | |
| 66545760 | 1 | |
| 66537331 | 1 |
GDP_constant_2010_USD
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 74 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.50191943 × 1011 |
| Minimum | 1444065193 |
|---|---|
| Maximum | 1.13759 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 1444065193 |
|---|---|
| 5-th percentile | 3094804228 |
| Q1 | 1.635696167 × 1010 |
| median | 4.199411927 × 1010 |
| Q3 | 1.86027 × 1011 |
| 95-th percentile | 6.53729 × 1011 |
| Maximum | 1.13759 × 1012 |
| Range | 1.136145935 × 1012 |
| Interquartile range (IQR) | 1.696700383 × 1011 |
Descriptive statistics
| Standard deviation | 2.360883656 × 1011 |
|---|---|
| Coefficient of variation (CV) | 1.571910988 |
| Kurtosis | 5.420530109 |
| Mean | 1.50191943 × 1011 |
| Median Absolute Deviation (MAD) | 3.522815374 × 1010 |
| Skewness | 2.307960669 |
| Sum | 1.111420378 × 1013 |
| Variance | 5.573771635 × 1022 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.92491 × 1011 | 1 | 1.4% |
| 1.13759 × 1012 | 1 | 1.4% |
| 4.611389902 × 1010 | 1 | 1.4% |
| 2.846019905 × 1010 | 1 | 1.4% |
| 1.77705236 × 1010 | 1 | 1.4% |
| 2.691026184 × 1010 | 1 | 1.4% |
| 2.444415613 × 1010 | 1 | 1.4% |
| 2.98713459 × 1010 | 1 | 1.4% |
| 7.068730463 × 1010 | 1 | 1.4% |
| 4.08877 × 1011 | 1 | 1.4% |
| Other values (64) | 64 |
| Value | Count | Frequency (%) |
| 1444065193 | 1 | |
| 1910000000 | 1 | |
| 2145531909 | 1 | |
| 2890000000 | 1 | |
| 3205083428 | 1 | |
| 3409880891 | 1 | |
| 3554362204 | 1 | |
| 4635073216 | 1 | |
| 4681938961 | 1 | |
| 5103873020 | 1 |
| Value | Count | Frequency (%) |
| 1.13759 × 1012 | 1 | |
| 8.98741 × 1011 | 1 | |
| 8.80872 × 1011 | 1 | |
| 7.46614 × 1011 | 1 | |
| 6.03714 × 1011 | 1 | |
| 5.20931 × 1011 | 1 | |
| 4.59411 × 1011 | 1 | |
| 4.44453 × 1011 | 1 | |
| 4.32657 × 1011 | 1 | |
| 4.12337 × 1011 | 1 |
land_area_km_sq
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 38 |
|---|---|
| Distinct (%) | 51.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 725908.5405 |
| Minimum | 25430 |
|---|---|
| Maximum | 2736690 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 424.0 B |
Quantile statistics
| Minimum | 25430 |
|---|---|
| 5-th percentile | 72642.5 |
| Q1 | 183622.5 |
| median | 510890 |
| Q3 | 882050 |
| 95-th percentile | 2699700 |
| Maximum | 2736690 |
| Range | 2711260 |
| Interquartile range (IQR) | 698427.5 |
Descriptive statistics
| Standard deviation | 756601.7991 |
|---|---|
| Coefficient of variation (CV) | 1.042282542 |
| Kurtosis | 2.217769825 |
| Mean | 725908.5405 |
| Median Absolute Deviation (MAD) | 363230 |
| Skewness | 1.729203627 |
| Sum | 53717232 |
| Variance | 5.724462825 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 425400 | 5 | 6.8% |
| 769630 | 5 | 6.8% |
| 2699700 | 4 | 5.4% |
| 1000000 | 4 | 5.4% |
| 120410 | 4 | 5.4% |
| 1109500 | 3 | 4.1% |
| 569140 | 3 | 4.1% |
| 882050 | 3 | 4.1% |
| 2736690 | 3 | 4.1% |
| 472710 | 3 | 4.1% |
| Other values (28) | 37 |
| Value | Count | Frequency (%) |
| 25430 | 1 | |
| 25680 | 1 | |
| 28470 | 1 | |
| 69490 | 1 | |
| 74340 | 1 | |
| 82605 | 1 | |
| 82627 | 1 | |
| 82658 | 1 | |
| 82672 | 1 | |
| 87460 | 1 |
| Value | Count | Frequency (%) |
| 2736690 | 3 | |
| 2699700 | 4 | |
| 1943950 | 2 | 2.7% |
| 1109500 | 3 | |
| 1000000 | 4 | |
| 995450 | 1 | 1.4% |
| 882050 | 3 | |
| 786380 | 2 | 2.7% |
| 769630 | 5 | |
| 652860 | 2 | 2.7% |
population_%
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 74 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.004930800882 |
| Minimum | 0.0002468588638 |
|---|---|
| Maximum | 0.01697817051 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 0.0002468588638 |
|---|---|
| 5-th percentile | 0.0005815902497 |
| Q1 | 0.002185543028 |
| median | 0.004043668126 |
| Q3 | 0.006618529385 |
| 95-th percentile | 0.01174641412 |
| Maximum | 0.01697817051 |
| Range | 0.01673131165 |
| Interquartile range (IQR) | 0.004432986357 |
Descriptive statistics
| Standard deviation | 0.003879795795 |
|---|---|
| Coefficient of variation (CV) | 0.7868490105 |
| Kurtosis | 0.8679450042 |
| Mean | 0.004930800882 |
| Median Absolute Deviation (MAD) | 0.002438398463 |
| Skewness | 1.117698243 |
| Sum | 0.3648792653 |
| Variance | 1.505281541 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.006628858157 | 1 | 1.4% |
| 0.01697817051 | 1 | 1.4% |
| 0.001298126958 | 1 | 1.4% |
| 0.002962387724 | 1 | 1.4% |
| 0.002505960694 | 1 | 1.4% |
| 0.0005208665909 | 1 | 1.4% |
| 0.01232222092 | 1 | 1.4% |
| 0.00349236067 | 1 | 1.4% |
| 0.004697012162 | 1 | 1.4% |
| 0.005981864093 | 1 | 1.4% |
| Other values (64) | 64 |
| Value | Count | Frequency (%) |
| 0.0002468588638 | 1 | |
| 0.0003338417124 | 1 | |
| 0.0005208665909 | 1 | |
| 0.0005463897737 | 1 | |
| 0.0006005443522 | 1 | |
| 0.000787861772 | 1 | |
| 0.0007960917533 | 1 | |
| 0.0008036539093 | 1 | |
| 0.00101157717 | 1 | |
| 0.00104184906 | 1 |
| Value | Count | Frequency (%) |
| 0.01697817051 | 1 | |
| 0.01668859482 | 1 | |
| 0.01232222092 | 1 | |
| 0.01199174011 | 1 | |
| 0.01161431551 | 1 | |
| 0.01091641887 | 1 | |
| 0.01047817311 | 1 | |
| 0.01043431824 | 1 | |
| 0.01042889883 | 1 | |
| 0.01037546351 | 1 |
| Distinct | 74 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.002532031423 |
| Minimum | 3.296399238 × 10-5 |
|---|---|
| Maximum | 0.01759334586 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 3.296399238 × 10-5 |
|---|---|
| 5-th percentile | 5.970047728 × 10-5 |
| Q1 | 0.000279094087 |
| median | 0.0006008625473 |
| Q3 | 0.002918849849 |
| 95-th percentile | 0.01108734678 |
| Maximum | 0.01759334586 |
| Range | 0.01756038187 |
| Interquartile range (IQR) | 0.002639755762 |
Descriptive statistics
| Standard deviation | 0.00391181603 |
|---|---|
| Coefficient of variation (CV) | 1.544931865 |
| Kurtosis | 4.50349052 |
| Mean | 0.002532031423 |
| Median Absolute Deviation (MAD) | 0.0005222091005 |
| Skewness | 2.182893716 |
| Sum | 0.1873703253 |
| Variance | 1.530230465 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.003844554871 | 1 | 1.4% |
| 0.01627692727 | 1 | 1.4% |
| 0.0007180068957 | 1 | 1.4% |
| 0.000407215772 | 1 | 1.4% |
| 0.000354924402 | 1 | 1.4% |
| 0.0004190006478 | 1 | 1.4% |
| 0.0003806026607 | 1 | 1.4% |
| 0.0004274068203 | 1 | 1.4% |
| 0.001264291292 | 1 | 1.4% |
| 0.006366334483 | 1 | 1.4% |
| Other values (64) | 64 |
| Value | Count | Frequency (%) |
| 3.296399238 × 10-5 | 1 | |
| 3.837432088 × 10-5 | 1 | |
| 4.359998824 × 10-5 | 1 | |
| 5.168964716 × 10-5 | 1 | |
| 6.401400119 × 10-5 | 1 | |
| 7.289915905 × 10-5 | 1 | |
| 7.783809778 × 10-5 | 1 | |
| 7.946879576 × 10-5 | 1 | |
| 8.113620435 × 10-5 | 1 | |
| 9.257468302 × 10-5 | 1 |
| Value | Count | Frequency (%) |
| 0.01759334586 | 1 | |
| 0.01627692727 | 1 | |
| 0.01285941499 | 1 | |
| 0.01162499836 | 1 | |
| 0.01079784209 | 1 | |
| 0.0104870755 | 1 | |
| 0.01040437118 | 1 | |
| 0.006431979836 | 1 | |
| 0.006420207695 | 1 | |
| 0.006366334483 | 1 |
land_area_%
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 74 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.005578633011 |
| Minimum | 0.0001959191969 |
|---|---|
| Maximum | 0.02117815218 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 0.0001959191969 |
|---|---|
| 5-th percentile | 0.0005594918003 |
| Q1 | 0.001406732764 |
| median | 0.003963058618 |
| Q3 | 0.006790418782 |
| 95-th percentile | 0.02078773032 |
| Maximum | 0.02117815218 |
| Range | 0.02098223298 |
| Interquartile range (IQR) | 0.005383686018 |
Descriptive statistics
| Standard deviation | 0.005802548584 |
|---|---|
| Coefficient of variation (CV) | 1.040138072 |
| Kurtosis | 2.200012691 |
| Mean | 0.005578633011 |
| Median Absolute Deviation (MAD) | 0.002753428818 |
| Skewness | 1.722964859 |
| Sum | 0.4128188428 |
| Variance | 3.366957007 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.008627173811 | 1 | 1.4% |
| 0.01473125528 | 1 | 1.4% |
| 0.0006394173911 | 1 | 1.4% |
| 0.003582196911 | 1 | 1.4% |
| 0.003675665914 | 1 | 1.4% |
| 0.0005752876039 | 1 | 1.4% |
| 0.007738601075 | 1 | 1.4% |
| 0.0009124671153 | 1 | 1.4% |
| 0.003453844973 | 1 | 1.4% |
| 0.02117815218 | 1 | 1.4% |
| Other values (64) | 64 |
| Value | Count | Frequency (%) |
| 0.0001959191969 | 1 | |
| 0.0001977368454 | 1 | |
| 0.0002172048106 | 1 | |
| 0.0005301567365 | 1 | |
| 0.0005752876039 | 1 | |
| 0.0006263824169 | 1 | |
| 0.0006394173911 | 1 | |
| 0.0006397855066 | 1 | |
| 0.0006423142791 | 1 | |
| 0.0006627719782 | 1 |
| Value | Count | Frequency (%) |
| 0.02117815218 | 1 | |
| 0.02099214163 | 1 | |
| 0.02089190132 | 1 | |
| 0.02087889825 | 1 | |
| 0.02073863989 | 1 | |
| 0.02059669221 | 1 | |
| 0.02045832963 | 1 | |
| 0.01511563274 | 1 | |
| 0.01473125528 | 1 | |
| 0.008627173811 | 1 |
EF.EFM.OVRL.XD
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 73 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6245125135 |
| Minimum | 0 |
|---|---|
| Maximum | 2.5056 |
| Zeros | 2 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.008389915 |
| Q1 | 0.1099025 |
| median | 0.392215 |
| Q3 | 0.953925 |
| 95-th percentile | 2.194775 |
| Maximum | 2.5056 |
| Range | 2.5056 |
| Interquartile range (IQR) | 0.8440225 |
Descriptive statistics
| Standard deviation | 0.6800190707 |
|---|---|
| Coefficient of variation (CV) | 1.088879816 |
| Kurtosis | 0.687452854 |
| Mean | 0.6245125135 |
| Median Absolute Deviation (MAD) | 0.3116335 |
| Skewness | 1.279064117 |
| Sum | 46.213926 |
| Variance | 0.4624259365 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2 | 2.7% |
| 0.53639 | 1 | 1.4% |
| 0.56818 | 1 | 1.4% |
| 2.2283 | 1 | 1.4% |
| 0.015344 | 1 | 1.4% |
| 0.049654 | 1 | 1.4% |
| 0.028508 | 1 | 1.4% |
| 2.1862 | 1 | 1.4% |
| 0.13917 | 1 | 1.4% |
| 0.6531 | 1 | 1.4% |
| Other values (63) | 63 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.0067597 | 1 | |
| 0.0069306 | 1 | |
| 0.0091757 | 1 | |
| 0.015344 | 1 | |
| 0.017857 | 1 | |
| 0.024365 | 1 | |
| 0.028508 | 1 | |
| 0.031872 | 1 | |
| 0.036242 | 1 |
| Value | Count | Frequency (%) |
| 2.5056 | 1 | |
| 2.4269 | 1 | |
| 2.2283 | 1 | |
| 2.2107 | 1 | |
| 2.1862 | 1 | |
| 1.9018 | 1 | |
| 1.8912 | 1 | |
| 1.728 | 1 | |
| 1.7149 | 1 | |
| 1.5543 | 1 |
EF.EFM.RANK.XD
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 56 |
|---|---|
| Distinct (%) | 75.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.06756757 |
| Minimum | 18 |
|---|---|
| Maximum | 144 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 21.65 |
| Q1 | 47.5 |
| median | 73.5 |
| Q3 | 102 |
| 95-th percentile | 130.35 |
| Maximum | 144 |
| Range | 126 |
| Interquartile range (IQR) | 54.5 |
Descriptive statistics
| Standard deviation | 34.89213558 |
|---|---|
| Coefficient of variation (CV) | 0.458699242 |
| Kurtosis | -1.020241182 |
| Mean | 76.06756757 |
| Median Absolute Deviation (MAD) | 27.5 |
| Skewness | 0.04190017397 |
| Sum | 5629 |
| Variance | 1217.461126 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 68 | 3 | 4.1% |
| 129 | 3 | 4.1% |
| 92 | 2 | 2.7% |
| 18 | 2 | 2.7% |
| 89 | 2 | 2.7% |
| 70 | 2 | 2.7% |
| 131 | 2 | 2.7% |
| 98 | 2 | 2.7% |
| 23 | 2 | 2.7% |
| 102 | 2 | 2.7% |
| Other values (46) | 52 |
| Value | Count | Frequency (%) |
| 18 | 2 | |
| 19 | 1 | |
| 21 | 1 | |
| 22 | 1 | |
| 23 | 2 | |
| 26 | 1 | |
| 30 | 1 | |
| 31 | 1 | |
| 32 | 1 | |
| 36 | 1 |
| Value | Count | Frequency (%) |
| 144 | 1 | 1.4% |
| 137 | 1 | 1.4% |
| 131 | 2 | |
| 130 | 1 | 1.4% |
| 129 | 3 | |
| 125 | 1 | 1.4% |
| 122 | 1 | 1.4% |
| 118 | 1 | 1.4% |
| 114 | 1 | 1.4% |
| 113 | 1 | 1.4% |
1.1_ACCESS.ELECTRICITY.TOT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 74 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.67502608 |
| Minimum | 2.318697929 |
|---|---|
| Maximum | 99.99990845 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 2.318697929 |
|---|---|
| 5-th percentile | 9.515150166 |
| Q1 | 56.76608181 |
| median | 97.119376 |
| Q3 | 99.40689087 |
| 95-th percentile | 99.88461037 |
| Maximum | 99.99990845 |
| Range | 97.68121052 |
| Interquartile range (IQR) | 42.64080906 |
Descriptive statistics
| Standard deviation | 33.52316035 |
|---|---|
| Coefficient of variation (CV) | 0.4372109416 |
| Kurtosis | -0.2558916299 |
| Mean | 76.67502608 |
| Median Absolute Deviation (MAD) | 2.721855545 |
| Skewness | -1.182942946 |
| Sum | 5673.95193 |
| Variance | 1123.80228 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 95.2 | 1 | 1.4% |
| 99.111637 | 1 | 1.4% |
| 99.74180603 | 1 | 1.4% |
| 55.24962616 | 1 | 1.4% |
| 41 | 1 | 1.4% |
| 86.68584442 | 1 | 1.4% |
| 21.76344299 | 1 | 1.4% |
| 32.06612015 | 1 | 1.4% |
| 78.2 | 1 | 1.4% |
| 97.93412781 | 1 | 1.4% |
| Other values (64) | 64 |
| Value | Count | Frequency (%) |
| 2.318697929 | 1 | |
| 2.324409485 | 1 | |
| 2.780768871 | 1 | |
| 6.695058823 | 1 | |
| 11.03366089 | 1 | |
| 11.6491127 | 1 | |
| 12.7 | 1 | |
| 15.45907593 | 1 | |
| 18.29492378 | 1 | |
| 21.76344299 | 1 |
| Value | Count | Frequency (%) |
| 99.99990845 | 1 | |
| 99.99971008 | 1 | |
| 99.98565674 | 1 | |
| 99.9029541 | 1 | |
| 99.87473297 | 1 | |
| 99.86749117 | 1 | |
| 99.81497192 | 1 | |
| 99.8 | 1 | |
| 99.78270721 | 1 | |
| 99.74180603 | 1 |
1.2_ACCESS.ELECTRICITY.RURAL
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 70 |
|---|---|
| Distinct (%) | 94.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.39097633 |
| Minimum | 0.4 |
|---|---|
| Maximum | 99.99989708 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 0.4 |
|---|---|
| 5-th percentile | 10.89371013 |
| Q1 | 54.425 |
| median | 93.6426151 |
| Q3 | 98.97021259 |
| 95-th percentile | 99.78683329 |
| Maximum | 99.99989708 |
| Range | 99.59989708 |
| Interquartile range (IQR) | 44.54521259 |
Descriptive statistics
| Standard deviation | 33.34088624 |
|---|---|
| Coefficient of variation (CV) | 0.4422397462 |
| Kurtosis | -0.386971062 |
| Mean | 75.39097633 |
| Median Absolute Deviation (MAD) | 5.986558532 |
| Skewness | -1.139504667 |
| Sum | 5578.932248 |
| Variance | 1111.614695 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 95.00905437 | 4 | 5.4% |
| 99.3 | 2 | 2.7% |
| 83.8 | 1 | 1.4% |
| 9.490819639 | 1 | 1.4% |
| 97.194036 | 1 | 1.4% |
| 97.72074394 | 1 | 1.4% |
| 99.58736888 | 1 | 1.4% |
| 18.82843157 | 1 | 1.4% |
| 21 | 1 | 1.4% |
| 66.20267524 | 1 | 1.4% |
| Other values (60) | 60 |
| Value | Count | Frequency (%) |
| 0.4 | 1 | |
| 3.328514641 | 1 | |
| 3.402088529 | 1 | |
| 9.490819639 | 1 | |
| 11.6491127 | 1 | |
| 14.60863446 | 1 | |
| 15.5 | 1 | |
| 18.29492378 | 1 | |
| 18.38988316 | 1 | |
| 18.82843157 | 1 |
| Value | Count | Frequency (%) |
| 99.99989708 | 1 | |
| 99.99985654 | 1 | |
| 99.9869215 | 1 | |
| 99.84763969 | 1 | |
| 99.75409138 | 1 | |
| 99.7330664 | 1 | |
| 99.66065484 | 1 | |
| 99.65915307 | 1 | |
| 99.59919419 | 1 | |
| 99.59062965 | 1 |
| Distinct | 18 |
|---|---|
| Distinct (%) | 24.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0006841081081 |
| Minimum | 0 |
|---|---|
| Maximum | 0.0041634 |
| Zeros | 4 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.5405 × 10-5 |
| Q1 | 0.0005343 |
| median | 0.0005343 |
| Q3 | 0.0005343 |
| 95-th percentile | 0.002177595 |
| Maximum | 0.0041634 |
| Range | 0.0041634 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0007886012972 |
|---|---|
| Coefficient of variation (CV) | 1.152743679 |
| Kurtosis | 11.88768073 |
| Mean | 0.0006841081081 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.423608876 |
| Sum | 0.050624 |
| Variance | 6.21892006 × 10-7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0005343 | 54 | |
| 0 | 4 | 5.4% |
| 0.0038752 | 1 | 1.4% |
| 0.0001462 | 1 | 1.4% |
| 0.0003493 | 1 | 1.4% |
| 0.0008136 | 1 | 1.4% |
| 9.05 × 10-5 | 1 | 1.4% |
| 0.0001553 | 1 | 1.4% |
| 0.0041634 | 1 | 1.4% |
| 0.0010274 | 1 | 1.4% |
| Other values (8) | 8 | 10.8% |
| Value | Count | Frequency (%) |
| 0 | 4 | 5.4% |
| 2.37 × 10-5 | 1 | 1.4% |
| 4.15 × 10-5 | 1 | 1.4% |
| 9.05 × 10-5 | 1 | 1.4% |
| 0.0001462 | 1 | 1.4% |
| 0.0001553 | 1 | 1.4% |
| 0.0001841 | 1 | 1.4% |
| 0.0003493 | 1 | 1.4% |
| 0.000486 | 1 | 1.4% |
| 0.0005343 | 54 |
| Value | Count | Frequency (%) |
| 0.0041634 | 1 | 1.4% |
| 0.0039843 | 1 | 1.4% |
| 0.0038752 | 1 | 1.4% |
| 0.0026818 | 1 | 1.4% |
| 0.0019061 | 1 | 1.4% |
| 0.0018434 | 1 | 1.4% |
| 0.0010274 | 1 | 1.4% |
| 0.0008136 | 1 | 1.4% |
| 0.0005343 | 54 | |
| 0.000486 | 1 | 1.4% |
| Distinct | 20 |
|---|---|
| Distinct (%) | 27.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126175.6757 |
| Minimum | 0 |
|---|---|
| Maximum | 1484000 |
| Zeros | 2 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 14100 |
| Q1 | 69500 |
| median | 69500 |
| Q3 | 69500 |
| 95-th percentile | 501300 |
| Maximum | 1484000 |
| Range | 1484000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 210371.531 |
|---|---|
| Coefficient of variation (CV) | 1.667290703 |
| Kurtosis | 25.26512252 |
| Mean | 126175.6757 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.626652498 |
| Sum | 9337000 |
| Variance | 4.425618104 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 69500 | 54 | |
| 0 | 2 | 2.7% |
| 1484000 | 1 | 1.4% |
| 54000 | 1 | 1.4% |
| 342000 | 1 | 1.4% |
| 834000 | 1 | 1.4% |
| 215000 | 1 | 1.4% |
| 1000 | 1 | 1.4% |
| 258000 | 1 | 1.4% |
| 5000 | 1 | 1.4% |
| Other values (10) | 10 | 13.5% |
| Value | Count | Frequency (%) |
| 0 | 2 | 2.7% |
| 1000 | 1 | 1.4% |
| 5000 | 1 | 1.4% |
| 19000 | 1 | 1.4% |
| 30000 | 1 | 1.4% |
| 35000 | 1 | 1.4% |
| 47000 | 1 | 1.4% |
| 54000 | 1 | 1.4% |
| 69500 | 54 | |
| 149000 | 1 | 1.4% |
| Value | Count | Frequency (%) |
| 1484000 | 1 | |
| 834000 | 1 | |
| 559000 | 1 | |
| 552000 | 1 | |
| 474000 | 1 | |
| 342000 | 1 | |
| 335000 | 1 | |
| 258000 | 1 | |
| 215000 | 1 | |
| 191000 | 1 |
| Distinct | 21 |
|---|---|
| Distinct (%) | 28.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.308862675 |
| Minimum | 0.0924415 |
|---|---|
| Maximum | 3.109187 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | 0.0924415 |
|---|---|
| 5-th percentile | 0.31211069 |
| Q1 | 1.439833014 |
| median | 1.439833014 |
| Q3 | 1.439833014 |
| 95-th percentile | 1.439833014 |
| Maximum | 3.109187 |
| Range | 3.0167455 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4521915519 |
|---|---|
| Coefficient of variation (CV) | 0.3454843357 |
| Kurtosis | 4.416208475 |
| Mean | 1.308862675 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.1732015388 |
| Sum | 96.85583795 |
| Variance | 0.2044771996 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.439833014 | 54 | |
| 0.2976088 | 1 | 1.4% |
| 2.44168 | 1 | 1.4% |
| 1.246365 | 1 | 1.4% |
| 1.258825 | 1 | 1.4% |
| 1.91183 | 1 | 1.4% |
| 0.6803637 | 1 | 1.4% |
| 0.2227078 | 1 | 1.4% |
| 0.176331 | 1 | 1.4% |
| 1.039416 | 1 | 1.4% |
| Other values (11) | 11 | 14.9% |
| Value | Count | Frequency (%) |
| 0.0924415 | 1 | |
| 0.176331 | 1 | |
| 0.2227078 | 1 | |
| 0.2976088 | 1 | |
| 0.3199194 | 1 | |
| 0.4228836 | 1 | |
| 0.5196086 | 1 | |
| 0.5341136 | 1 | |
| 0.6803637 | 1 | |
| 0.7350021 | 1 |
| Value | Count | Frequency (%) |
| 3.109187 | 1 | 1.4% |
| 2.44168 | 1 | 1.4% |
| 1.91183 | 1 | 1.4% |
| 1.439833014 | 54 | |
| 1.258825 | 1 | 1.4% |
| 1.246365 | 1 | 1.4% |
| 1.145874 | 1 | 1.4% |
| 1.039416 | 1 | 1.4% |
| 1.038334 | 1 | 1.4% |
| 1.026507 | 1 | 1.4% |
| Distinct | 74 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.8011090119 |
| Minimum | -1.672095537 |
|---|---|
| Maximum | 0.1613447815 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 72 |
| Negative (%) | 97.3% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | -1.672095537 |
|---|---|
| 5-th percentile | -1.401429707 |
| Q1 | -1.148523033 |
| median | -0.9140115678 |
| Q3 | -0.426721096 |
| 95-th percentile | -0.09168723933 |
| Maximum | 0.1613447815 |
| Range | 1.833440319 |
| Interquartile range (IQR) | 0.7218019366 |
Descriptive statistics
| Standard deviation | 0.4559729941 |
|---|---|
| Coefficient of variation (CV) | -0.5691772123 |
| Kurtosis | -1.006707244 |
| Mean | -0.8011090119 |
| Median Absolute Deviation (MAD) | 0.3513569534 |
| Skewness | 0.3181497308 |
| Sum | -59.28206688 |
| Variance | 0.2079113714 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.406262517 | 1 | 1.4% |
| -0.4845275879 | 1 | 1.4% |
| -1.156654239 | 1 | 1.4% |
| -1.27243948 | 1 | 1.4% |
| -1.32529211 | 1 | 1.4% |
| -0.1012863591 | 1 | 1.4% |
| -0.6663997769 | 1 | 1.4% |
| -1.287028551 | 1 | 1.4% |
| -0.2437827885 | 1 | 1.4% |
| -0.4348750114 | 1 | 1.4% |
| Other values (64) | 64 |
| Value | Count | Frequency (%) |
| -1.672095537 | 1 | |
| -1.527264118 | 1 | |
| -1.518466353 | 1 | |
| -1.430372834 | 1 | |
| -1.385844946 | 1 | |
| -1.32529211 | 1 | |
| -1.310680032 | 1 | |
| -1.302906513 | 1 | |
| -1.292382717 | 1 | |
| -1.287028551 | 1 |
| Value | Count | Frequency (%) |
| 0.1613447815 | 1 | |
| 0.1153255701 | 1 | |
| -0.03365795687 | 1 | |
| -0.07386030257 | 1 | |
| -0.1012863591 | 1 | |
| -0.1013171524 | 1 | |
| -0.1069269925 | 1 | |
| -0.1480735242 | 1 | |
| -0.1481196731 | 1 | |
| -0.1919043958 | 1 |
| Distinct | 74 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.651356256 |
| Minimum | -2.025118113 |
|---|---|
| Maximum | 0.4325874448 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 64 |
| Negative (%) | 86.5% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | -2.025118113 |
|---|---|
| 5-th percentile | -1.692307079 |
| Q1 | -0.9606828392 |
| median | -0.727253139 |
| Q3 | -0.1847485378 |
| 95-th percentile | 0.2120291531 |
| Maximum | 0.4325874448 |
| Range | 2.457705557 |
| Interquartile range (IQR) | 0.7759343013 |
Descriptive statistics
| Standard deviation | 0.5588480151 |
|---|---|
| Coefficient of variation (CV) | -0.8579759692 |
| Kurtosis | -0.2712013221 |
| Mean | -0.651356256 |
| Median Absolute Deviation (MAD) | 0.3396545053 |
| Skewness | -0.196178623 |
| Sum | -48.20036294 |
| Variance | 0.3123111039 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.4030758142 | 1 | 1.4% |
| 0.3009636402 | 1 | 1.4% |
| -0.7844153643 | 1 | 1.4% |
| -0.9025396705 | 1 | 1.4% |
| -0.8232910633 | 1 | 1.4% |
| 0.1228982136 | 1 | 1.4% |
| -0.4449843168 | 1 | 1.4% |
| -1.908453107 | 1 | 1.4% |
| -0.2001555711 | 1 | 1.4% |
| -0.1246164143 | 1 | 1.4% |
| Other values (64) | 64 |
| Value | Count | Frequency (%) |
| -2.025118113 | 1 | |
| -1.908453107 | 1 | |
| -1.791944146 | 1 | |
| -1.747805834 | 1 | |
| -1.662423134 | 1 | |
| -1.533435464 | 1 | |
| -1.376418829 | 1 | |
| -1.207593679 | 1 | |
| -1.206501126 | 1 | |
| -1.20064342 | 1 |
| Value | Count | Frequency (%) |
| 0.4325874448 | 1 | |
| 0.3009636402 | 1 | |
| 0.2901817262 | 1 | |
| 0.2761819363 | 1 | |
| 0.1774853468 | 1 | |
| 0.1694200188 | 1 | |
| 0.1656900495 | 1 | |
| 0.1228982136 | 1 | |
| 0.02606559917 | 1 | |
| 0.0002336448088 | 1 |
| Distinct | 74 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.68422498 |
| Minimum | -2.69136095 |
|---|---|
| Maximum | 0.6266384721 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 65 |
| Negative (%) | 87.8% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | -2.69136095 |
|---|---|
| 5-th percentile | -1.77459023 |
| Q1 | -1.217175573 |
| median | -0.6012672484 |
| Q3 | -0.2024248987 |
| 95-th percentile | 0.2496014692 |
| Maximum | 0.6266384721 |
| Range | 3.317999423 |
| Interquartile range (IQR) | 1.014750674 |
Descriptive statistics
| Standard deviation | 0.6701802611 |
|---|---|
| Coefficient of variation (CV) | -0.9794735368 |
| Kurtosis | 0.3751092578 |
| Mean | -0.68422498 |
| Median Absolute Deviation (MAD) | 0.467003867 |
| Skewness | -0.5764027759 |
| Sum | -50.63264852 |
| Variance | 0.4491415824 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.608960748 | 1 | 1.4% |
| -0.6624541879 | 1 | 1.4% |
| -0.3303499818 | 1 | 1.4% |
| -0.5885174274 | 1 | 1.4% |
| -0.5640158057 | 1 | 1.4% |
| -0.0977801457 | 1 | 1.4% |
| -1.732120633 | 1 | 1.4% |
| -0.01287637837 | 1 | 1.4% |
| -0.3126687109 | 1 | 1.4% |
| -0.08775568753 | 1 | 1.4% |
| Other values (64) | 64 |
| Value | Count | Frequency (%) |
| -2.69136095 | 1 | |
| -2.418561459 | 1 | |
| -2.11674881 | 1 | |
| -1.853462338 | 1 | |
| -1.732120633 | 1 | |
| -1.608960748 | 1 | |
| -1.570578575 | 1 | |
| -1.455516696 | 1 | |
| -1.401810408 | 1 | |
| -1.393615365 | 1 |
| Value | Count | Frequency (%) |
| 0.6266384721 | 1 | |
| 0.5244184732 | 1 | |
| 0.4549587071 | 1 | |
| 0.2932914197 | 1 | |
| 0.2260761112 | 1 | |
| 0.1113768816 | 1 | |
| 0.1030405462 | 1 | |
| 0.09009034187 | 1 | |
| 0.04251439497 | 1 | |
| -0.01287637837 | 1 |
| Distinct | 74 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.6560014203 |
| Minimum | -2.526690006 |
|---|---|
| Maximum | 0.7051492929 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 60 |
| Negative (%) | 81.1% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | -2.526690006 |
|---|---|
| 5-th percentile | -2.160910106 |
| Q1 | -1.097035021 |
| median | -0.5181337595 |
| Q3 | -0.2097485922 |
| 95-th percentile | 0.4300266311 |
| Maximum | 0.7051492929 |
| Range | 3.231839299 |
| Interquartile range (IQR) | 0.8872864284 |
Descriptive statistics
| Standard deviation | 0.7420070107 |
|---|---|
| Coefficient of variation (CV) | -1.131105799 |
| Kurtosis | -0.2596349008 |
| Mean | -0.6560014203 |
| Median Absolute Deviation (MAD) | 0.4963677032 |
| Skewness | -0.4973314484 |
| Sum | -48.5441051 |
| Variance | 0.550574404 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.09151485562 | 1 | 1.4% |
| 0.4187431931 | 1 | 1.4% |
| -0.3677523136 | 1 | 1.4% |
| -0.9311220646 | 1 | 1.4% |
| -0.8202464581 | 1 | 1.4% |
| 0.7051492929 | 1 | 1.4% |
| -0.8991320133 | 1 | 1.4% |
| -2.526690006 | 1 | 1.4% |
| -0.2446614653 | 1 | 1.4% |
| -0.702629447 | 1 | 1.4% |
| Other values (64) | 64 |
| Value | Count | Frequency (%) |
| -2.526690006 | 1 | |
| -2.271371841 | 1 | |
| -2.242905617 | 1 | |
| -2.185884476 | 1 | |
| -2.147462368 | 1 | |
| -1.776772618 | 1 | |
| -1.641464949 | 1 | |
| -1.607166886 | 1 | |
| -1.591026902 | 1 | |
| -1.581190109 | 1 |
| Value | Count | Frequency (%) |
| 0.7051492929 | 1 | |
| 0.5180674195 | 1 | |
| 0.4847937524 | 1 | |
| 0.4509815872 | 1 | |
| 0.4187431931 | 1 | |
| 0.3265946805 | 1 | |
| 0.2723899782 | 1 | |
| 0.2693342268 | 1 | |
| 0.2458145469 | 1 | |
| 0.2204941958 | 1 |
| Distinct | 74 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.7825259756 |
| Minimum | -2.240076303 |
|---|---|
| Maximum | 0.6006909609 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 63 |
| Negative (%) | 85.1% |
| Memory size | 720.0 B |
Quantile statistics
| Minimum | -2.240076303 |
|---|---|
| 5-th percentile | -2.079443872 |
| Q1 | -1.253632396 |
| median | -0.8079130352 |
| Q3 | -0.2366142794 |
| 95-th percentile | 0.3175000191 |
| Maximum | 0.6006909609 |
| Range | 2.840767264 |
| Interquartile range (IQR) | 1.017018117 |
Descriptive statistics
| Standard deviation | 0.7158771697 |
|---|---|
| Coefficient of variation (CV) | -0.9148286346 |
| Kurtosis | -0.695062406 |
| Mean | -0.7825259756 |
| Median Absolute Deviation (MAD) | 0.5227392912 |
| Skewness | -0.1939489166 |
| Sum | -57.90692219 |
| Variance | 0.5124801221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.4381409585 | 1 | 1.4% |
| 0.1127453446 | 1 | 1.4% |
| -1.325132012 | 1 | 1.4% |
| -1.021580935 | 1 | 1.4% |
| -1.060406923 | 1 | 1.4% |
| 0.6006909609 | 1 | 1.4% |
| -1.30721271 | 1 | 1.4% |
| -2.240076303 | 1 | 1.4% |
| -0.5082746148 | 1 | 1.4% |
| 0.3588959277 | 1 | 1.4% |
| Other values (64) | 64 |
| Value | Count | Frequency (%) |
| -2.240076303 | 1 | |
| -2.22634244 | 1 | |
| -2.116823196 | 1 | |
| -2.100142717 | 1 | |
| -2.06829834 | 1 | |
| -2.033548832 | 1 | |
| -1.907014132 | 1 | |
| -1.833386779 | 1 | |
| -1.78085947 | 1 | |
| -1.600370407 | 1 |
| Value | Count | Frequency (%) |
| 0.6006909609 | 1 | |
| 0.4678029418 | 1 | |
| 0.3919033706 | 1 | |
| 0.3588959277 | 1 | |
| 0.2952099144 | 1 | |
| 0.2584500015 | 1 | |
| 0.1989434958 | 1 | |
| 0.1127453446 | 1 | |
| 0.09066610038 | 1 | |
| 0.01328429487 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| population | GDP_constant_2010_USD | land_area_km_sq | population_% | GDP_% | land_area_% | EF.EFM.OVRL.XD | EF.EFM.RANK.XD | 1.1_ACCESS.ELECTRICITY.TOT | 1.2_ACCESS.ELECTRICITY.RURAL | SH.UHC.NOP1.CG | SH.UHC.NOP2.TO | SH.UHC.OOPC.25.ZS | CC.EST | GE.EST | PV.EST | RQ.EST | VA.EST | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 40403958.0 | 1.924910e+11 | 1109500 | 0.006629 | 0.003845 | 0.008627 | 0.53639 | 66.0 | 95.200000 | 83.800000 | 0.000534 | 69500.0 | 1.439833 | -0.406263 | -0.403076 | -1.608961 | 0.091515 | -0.438141 |
| 1 | 27460603.0 | 5.289283e+10 | 446300 | 0.004736 | 0.001207 | 0.003405 | 0.42687 | 70.0 | 61.315449 | 28.828933 | 0.000534 | 69500.0 | 1.439833 | -0.106927 | -0.104411 | -0.209070 | -0.102563 | -0.416847 |
| 2 | 16791425.0 | 1.666350e+11 | 2699700 | 0.002359 | 0.002384 | 0.020458 | 0.21947 | 88.0 | 99.874733 | 99.754091 | 0.000000 | 0.0 | 0.092441 | -0.921266 | -0.524908 | -0.408455 | -0.390580 | -1.176721 |
| 3 | 23225000.0 | 1.687492e+10 | 425400 | 0.004005 | 0.000385 | 0.003245 | 0.20037 | 79.0 | 99.600000 | 99.300000 | 0.000534 | 69500.0 | 1.439833 | -1.128821 | -1.200643 | -0.543732 | -1.776773 | -1.600370 |
| 4 | 27302800.0 | 3.353506e+10 | 425400 | 0.004044 | 0.000522 | 0.003292 | 0.14498 | 97.0 | 99.902954 | 99.847640 | 0.000534 | 69500.0 | 1.439833 | -1.062857 | -0.885467 | -1.207106 | -1.363840 | -2.100143 |
| 5 | 1756817.0 | 1.618431e+10 | 257670 | 0.000247 | 0.000232 | 0.001953 | 0.00000 | 144.0 | 89.300000 | 44.900000 | 0.000534 | 69500.0 | 1.439833 | -0.666252 | -0.961442 | 0.293291 | -0.532352 | -0.863607 |
| 6 | 62958021.0 | 2.177120e+11 | 510890 | 0.010329 | 0.004348 | 0.003973 | 2.21070 | 19.0 | 82.100000 | 87.000000 | 0.000534 | 69500.0 | 1.439833 | -0.230174 | 0.177485 | 0.454959 | 0.484794 | 0.467803 |
| 7 | 24650400.0 | 2.004580e+10 | 425400 | 0.004044 | 0.000400 | 0.003308 | 0.23698 | 85.0 | 99.633018 | 99.487242 | 0.000534 | 69500.0 | 1.439833 | -1.080415 | -1.019983 | -1.301950 | -2.242906 | -1.833387 |
| 8 | 10886668.0 | 4.493364e+10 | 155360 | 0.001530 | 0.000643 | 0.001177 | 1.19040 | 41.0 | 99.500000 | 98.641496 | 0.000534 | 69500.0 | 1.439833 | -0.033658 | -0.043860 | -0.721317 | -0.242597 | -0.171652 |
| 9 | 35419682.0 | 2.817680e+11 | 2736690 | 0.006108 | 0.006432 | 0.020879 | 0.80379 | 47.0 | 93.474213 | 93.474213 | 0.001843 | 191000.0 | 1.026507 | -0.101317 | 0.165690 | 0.111377 | 0.518067 | 0.391903 |
Last rows
| population | GDP_constant_2010_USD | land_area_km_sq | population_% | GDP_% | land_area_% | EF.EFM.OVRL.XD | EF.EFM.RANK.XD | 1.1_ACCESS.ELECTRICITY.TOT | 1.2_ACCESS.ELECTRICITY.RURAL | SH.UHC.NOP1.CG | SH.UHC.NOP2.TO | SH.UHC.OOPC.25.ZS | CC.EST | GE.EST | PV.EST | RQ.EST | VA.EST | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 64 | 74569867.0 | 8.987410e+11 | 769630 | 0.010478 | 0.012859 | 0.005832 | 2.505600 | 18.0 | 99.985657 | 99.986921 | 0.000024 | 149000.0 | 0.319919 | 0.161345 | 0.432587 | -1.220532 | 0.450982 | -0.206934 |
| 65 | 14447562.0 | 6.680837e+10 | 248360 | 0.002140 | 0.001040 | 0.001922 | 0.118310 | 102.0 | 97.206576 | 92.140953 | 0.000534 | 69500.0 | 1.439833 | -0.654706 | -0.859546 | -0.728682 | -1.127549 | -0.222305 |
| 66 | 42096739.0 | 4.444530e+11 | 2736690 | 0.005915 | 0.006359 | 0.020739 | 0.651380 | 61.0 | 99.584412 | 99.584412 | 0.000534 | 69500.0 | 1.439833 | -0.445909 | -0.206466 | 0.103041 | -0.897687 | 0.295210 |
| 67 | 46881475.0 | 3.183030e+11 | 1109500 | 0.006588 | 0.004554 | 0.008408 | 0.357560 | 75.0 | 97.032176 | 87.858058 | 0.000534 | 69500.0 | 1.439833 | -0.422298 | 0.000234 | -1.401810 | 0.326595 | -0.063991 |
| 68 | 66537331.0 | 1.307492e+10 | 1000000 | 0.010916 | 0.000261 | 0.007776 | 0.036242 | 122.0 | 12.700000 | 0.400000 | 0.000534 | 69500.0 | 1.439833 | -0.906757 | -1.206501 | -0.946032 | -1.316234 | -1.031739 |
| 69 | 24335146.0 | 2.966076e+10 | 120410 | 0.003605 | 0.000462 | 0.000932 | 1.034900 | 49.0 | 25.032701 | 25.032701 | 0.000534 | 69500.0 | 1.439833 | -1.518466 | -2.025118 | 0.524418 | -2.185884 | -2.226342 |
| 70 | 7309728.0 | 5.103873e+09 | 139960 | 0.001083 | 0.000079 | 0.001083 | 0.059693 | 114.0 | 99.146080 | 98.902050 | 0.000534 | 69500.0 | 1.439833 | -1.186931 | -1.087613 | -0.830599 | -1.077060 | -1.355681 |
| 71 | 11683479.0 | 4.478000e+10 | 276840 | 0.002015 | 0.001022 | 0.002112 | 0.107100 | 97.0 | 91.784119 | 81.796188 | 0.000534 | 69500.0 | 1.439833 | -0.684874 | -0.475312 | -0.770033 | -0.308270 | 0.013284 |
| 72 | 30696958.0 | 1.935220e+10 | 652860 | 0.004313 | 0.000277 | 0.004947 | 0.077571 | 106.0 | 69.100000 | 63.800000 | 0.000534 | 69500.0 | 1.439833 | -1.430373 | -1.376419 | -2.418561 | -1.192580 | -1.267430 |
| 73 | 16959081.0 | 2.158639e+10 | 472710 | 0.002639 | 0.000386 | 0.003658 | 0.017857 | 129.0 | 47.100000 | 15.500000 | 0.000534 | 69500.0 | 1.439833 | -1.125436 | -0.805878 | -0.359356 | -0.720635 | -0.974191 |